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Research Nov 2024
... while maintaining a high standard of code quality. Software engineering leaders can use this research to define and develop a strategy for improving code quality for their teams. Overview Introduction Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Joachim Herschmann   |   Ross Power
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Research Feb 2026
... proactive, programmatic and always-on. CIOs must shift from one‑off cuts to a continuous, strategic discipline — aligning spend to strategy, reallocating for maximum value and tackling tech debt to make cost a driver of business results. Analysis Gartner Insights Abstract ...

Analyst(s):   Technology Financial Management
Research Feb 2026
... Access Insights Already a Gartner client? Winners understand that AI will reshape transformation in every aspect of their services business for the next decade, and that typical Hype Cycle responses don’t apply. Losers think it is a tech du jour, to be aggressively marketed and sold until it slides into ...

Analyst(s):   Chrissy Healey   |   Craig Lowery   |   Dane Anderson   |   Matthew Goldman
Premium Research Sep 2025
... Proactive offensive security reveals critical risks, aligns technical findings with business goals and strengthens resilience. Security leaders can use this note to optimize investments and demonstrate strategic value to executive decision makers. Overview Introduction Analysis Gartner Recommended Readi ...

Analyst(s):   Dhivya Poole
Premium Research Oct 2025
... Poorly named scalars (e.g., columns and variables) create confusion and generate errors. This research shows how to name scalars that support AI use cases, engineering use cases and user-facing programs like data literacy and data governance. Technical professionals should use these conventions. Over ...

Analyst(s):   Joe Maguire
Premium Research Jul 2025
... D&A leaders struggle to prioritize and justify data management spend, especially amid cloud-driven cost unpredictability. Value stream analysis links data production to direct and indirect business outcomes, driving quantifiable benefits. Overview Introduction Analysis Gartner Recommended Reading Gartner ...

Analyst(s):   Adam Ronthal
Premium Research Oct 2025
... Data management leaders can leverage Python, Spark, and open table formats to transform architectures, enhancing efficiency and flexibility. This research guides strategic planning to navigate the risks and opportunities of this revolution, ensuring alignment with organizational goals. Overview Introd ...

Analyst(s):   Aaron Rosenbaum
Premium Research Jul 2025
... D&A leaders who fail to address collaboration and governance perpetuate rather than solve the struggle to deliver trusted, high-quality data. Apply these five DataOps practices to elevate data operations into a collaborative, business-critical enabler of trusted, governed and analytics-ready data. Ov ...

Analyst(s):   Michael Simone
Premium Research Aug 2025
... Data integration in federated, multiplatform environments offers flexibility and agility but risks increased data silos and data integrity. Architects must properly implement tools, standards, development methodologies and communication channels to preserve and sustain the overall data architecture. ...

Analyst(s):   Andy Lee
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